{"id":"W4210346482","doi":"10.4000/hommesmigrations.13103","title":"Leur Algérie","year":2021,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002456892,0.0002769376,0.0002757423,0.00006401127,0.001004859,0.0003620084,0.0002624312,0.000287949,0.004442036],"category_scores_gemma":[0.0005406923,0.0003011848,0.000270766,0.0006002198,0.0009248497,0.0006606285,0.0000770507,0.0002765778,0.001470463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223459,"about_ca_system_score_gemma":0.002107895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01061341,"about_ca_topic_score_gemma":0.09010498,"domain_scores_codex":[0.997231,0.0005705926,0.0004997647,0.0004792534,0.0005031367,0.0007162573],"domain_scores_gemma":[0.9981072,0.0002707568,0.0001518439,0.0004801079,0.0006450892,0.0003450252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001295433,0.0002627172,0.005406964,0.00002637095,0.0000908603,0.00002781816,0.07268679,0.0000896759,0.0004337749,0.1525047,0.7634867,0.004982245],"study_design_scores_gemma":[0.0002343775,0.00001570415,0.01219497,0.00004287735,0.0001233165,0.00001866905,0.04604964,0.0003281421,0.0008375036,0.0009072043,0.938903,0.0003446375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3628147,0.2052529,0.001735596,0.370742,0.008541523,0.0007393438,0.000694626,0.0003553085,0.04912399],"genre_scores_gemma":[0.247514,0.001862161,0.002040791,0.014327,0.001924243,0.00003790047,0.0003734199,0.00003580701,0.7318847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6827607,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290674867329786,"score_gpt":0.3908901205798749,"score_spread":0.2618226338468963,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}